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Updated: Sep 14, 2025

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基于多忠实神经网络的高合金 (FeNiCoCrCu) 的抗拉强度预测,使用分子动力学数据

Nazib E Elahi Khan Chowdhury1, Alif Jawad1, Anfalur Rahman1

  • 1Department of Mechanical Engineering, Bangladesh University of Engineering and Technology, Dhaka, Bangladesh.

Journal of molecular modeling
|July 22, 2025
PubMed
概括

本研究引入了一种多忠实度物理信息神经网络 (MPINN) 模型,以准确预测高合金 (HEA) 的抗拉强度,特别是FeNiCoCrCu,降低与传统方法相关的计算成本.

关键词:
高的合金高的合金.分子动力学分子动力学多忠实神经网络多忠实神经网络拉力强度 拉力强度 拉力强度

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